Part 2 Data cleaning - Vultures
All tracking devices come with errors, and each track must be checked visual and cleaned of outliers before analysis.
This page shows this process for each animal within the project. It has been automated so that we always have access to a stardardised and cleaned locations database.
Animals are cleaned in the order in which they occur in the database.
2.0.2 OC8 - Cathartes melambrotus
First observation: 2021-06-10 11:00:17
Last observation: 2024-01-14 15:00:19
Active for: 948.2 days


2.0.3 OC6 - Cathartes melambrotus
First observation: 2021-06-11 11:00:26
Last observation: 2022-02-18 10:00:53
Active for: 252 days


2.0.4 OC3 - Sarcoramphus papa
First observation: 2021-06-19 05:00:53
Last observation: 2024-01-06 10:00:20
Active for: 931.2 days


2.0.5 OC4 - Sarcoramphus papa
First observation: 2021-07-03 04:01:23
Last observation: 2021-08-12 09:00:34
Active for: 40.2 days


2.0.6 OC5 - Sarcoramphus papa
First observation: 2021-07-05 10:52:00
Last observation: 2021-09-17 11:32:00
Active for: 74 days


2.0.7 OC7 - Sarcoramphus papa
First observation: 2021-07-06 11:16:00
Last observation: 2022-11-09 06:02:58
Active for: 490.8 days


2.0.8 OC9 - Sarcoramphus papa
First observation: 2021-07-10 04:00:53
Last observation: 2024-01-03 08:00:08
Active for: 907.2 days


2.0.9 OC2 - Cathartes melambrotus
First observation: 2021-08-08 18:02:08
Last observation: 2022-09-05 10:00:20
Active for: 392.7 days


2.0.10 OC1 - Cathartes melambrotus
First observation: 2021-08-09 05:01:53
Last observation: 2024-01-14 15:00:20
Active for: 888.4 days


2.0.11 OC10 - Cathartes melambrotus
First observation: 2021-08-09 06:11:36
Last observation: 2024-01-14 13:00:18
Active for: 888.3 days


2.0.12 Attenborough - Sarcoramphus papa
First observation: 2022-02-16 10:00:41
Last observation: 2024-01-11 15:02:35
Active for: 694.2 days


2.0.13 Ugalde - Sarcoramphus papa
First observation: 2022-03-02 12:00:23
Last observation: 2024-01-14 15:01:04
Active for: 683.1 days


2.0.14 Forsyth - Sarcoramphus papa
First observation: 2022-03-03 12:00:21
Last observation: 2023-12-17 10:01:53
Active for: 653.9 days


2.0.15 Fossey - Sarcoramphus papa
First observation: 2022-03-07 10:30:23
Last observation: 2024-01-14 15:02:11
Active for: 678.2 days


2.0.16 Goodall - Sarcoramphus papa
First observation: 2022-03-09 15:30:09
Last observation: 2024-01-14 15:00:14
Active for: 676 days

The point in red has been removed!
Check it has gone:

2.0.17 Carson - Sarcoramphus papa
First observation: 2022-03-10 08:00:09
Last observation: 2022-09-09 10:00:53
Active for: 183.1 days


2.0.18 Wilson - Sarcoramphus papa
First observation: 2022-03-24 17:00:22
Last observation: 2024-01-11 15:00:20
Active for: 657.9 days


2.0.19 Santa - Sarcoramphus papa
First observation: 2022-12-23 14:01:11
Last observation: 2024-01-14 15:05:05
Active for: 387 days


2.0.20 Robinhood - Sarcoramphus papa
First observation: 2022-12-23 16:00:40
Last observation: 2024-01-14 15:00:28
Active for: 387 days


2.0.21 Frosty - Sarcoramphus papa
First observation: 2022-12-28 04:00:53
Last observation: 2024-01-14 15:00:41
Active for: 382.5 days


2.0.22 Wenceslas - Sarcoramphus papa
First observation: 2022-12-28 14:00:23
Last observation: 2024-01-14 15:00:17
Active for: 382 days


2.0.23 Elvis - Sarcoramphus papa
First observation: 2022-12-28 16:30:27
Last observation: 2024-01-14 15:00:17
Active for: 381.9 days


2.0.24 Messi - Sarcoramphus papa
First observation: 2023-01-07 11:00:11
Last observation: 2024-01-14 15:00:17
Active for: 372.2 days


2.0.25 Jatayu - Sarcoramphus papa
First observation: 2023-01-07 13:00:09
Last observation: 2024-01-14 15:00:20
Active for: 372.1 days


2.0.26 Rocky - Sarcoramphus papa
First observation: 2023-01-16 12:00:41
Last observation: 2024-01-14 15:00:16
Active for: 363.1 days

The point in red has been removed!

2.0.27 Carolina - Sarcoramphus papa
First observation: 2023-01-17 09:00:23
Last observation: 2024-01-14 15:00:49
Active for: 362.3 days


2.0.28 Moskovits - Sarcoramphus papa
First observation: 2023-01-23 12:00:20
Last observation: 2024-01-14 15:00:32
Active for: 356.1 days


2.0.29 Charizard - Sarcoramphus papa
First observation: 2023-01-23 14:00:07
Last observation: 2024-01-14 15:00:16
Active for: 356 days


2.0.30 Bonnie - Sarcoramphus papa
First observation: 2023-01-23 14:30:23
Last observation: 2024-01-14 15:00:18
Active for: 356 days


2.0.31 Fortaleza - Sarcoramphus papa
First observation: 2023-01-30 12:00:11
Last observation: 2023-02-06 10:00:17
Active for: 6.9 days


2.0.32 Kingkong - Sarcoramphus papa
First observation: 2023-02-04 10:00:41
Last observation: 2024-01-14 15:00:17
Active for: 344.2 days
NOTE It is not possible to make the error plot as it takes to long due to the 1 second data window. I have checked it offline and it is good.


2.0.33 Elizabeth - Sarcoramphus papa
First observation: 2023-02-04 12:00:41
Last observation: 2024-01-14 15:00:16
Active for: 344.1 days


2.0.34 Clifford - Cathartes aura
First observation: 2023-03-03 11:35:16
Last observation: 2024-01-14 15:00:21
Active for: 317.1 days


2.0.35 Pedro - Cathartes aura
First observation: 2023-03-20 15:00:10
Last observation: 2024-01-14 07:00:54
Active for: 299.7 days


2.0.36 Kingdavid - Sarcoramphus papa
First observation: 2023-03-24 15:00:07
Last observation: 2024-01-13 15:00:19
Active for: 295 days


2.0.37 Pilo - Cathartes aura
First observation: 2023-03-27 12:00:47
Last observation: 2023-06-29 17:30:36
Active for: 94.2 days


2.0.38 Nekhbet - Sarcoramphus papa
First observation: 2023-04-23 04:00:53
Last observation: 2024-01-12 07:00:35
Active for: 264.1 days


2.0.39 Spazzino - Sarcoramphus papa
First observation: 2023-04-26 12:00:47
Last observation: 2024-01-12 15:00:16
Active for: 261.1 days


2.0.40 Charles - Sarcoramphus papa
First observation: 2023-05-10 12:00:18
Last observation: 2024-01-14 15:00:18
Active for: 249.1 days


2.0.41 Shakira - Sarcoramphus papa
First observation: 2023-05-10 14:00:40
Last observation: 2024-01-14 15:00:16
Active for: 249 days


2.0.42 Siegfried - Sarcoramphus papa
First observation: 2023-05-11 12:00:41
Last observation: 2024-01-14 15:00:16
Active for: 248.1 days


2.0.43 Illari - Sarcoramphus papa
First observation: 2023-05-11 14:00:41
Last observation: 2024-01-14 15:00:07
Active for: 248 days


2.0.44 Yemanja - Sarcoramphus papa
First observation: 2023-05-13 04:00:53
Last observation: 2024-01-14 07:00:17
Active for: 246.1 days


2.0.45 Tupac - Sarcoramphus papa
First observation: 2023-05-23 16:00:18
Last observation: 2024-01-14 15:00:19
Active for: 236 days


2.0.46 Steve - Sarcoramphus papa
First observation: 2023-05-23 18:00:41
Last observation: 2024-01-14 15:00:17
Active for: 235.9 days


2.0.47 Mufasa - Sarcoramphus papa
First observation: 2023-06-08 04:00:53
Last observation: 2024-01-14 15:00:31
Active for: 220.5 days


2.0.48 Gordon - Sarcoramphus papa
First observation: 2023-06-08 14:00:53
Last observation: 2024-01-12 15:00:20
Active for: 218 days


2.0.49 Dustin - Cathartes aura
First observation: 2023-06-12 18:00:54
Last observation: 2024-01-14 15:00:20
Active for: 215.9 days


2.0.50 Sherekhan - Coragyps atratus
First observation: 2023-06-14 10:01:17
Last observation: 2024-01-13 07:00:23
Active for: 212.9 days


2.0.51 Buzzie - Coragyps atratus
First observation: 2023-06-14 16:00:38
Last observation: 2024-01-14 15:00:31
Active for: 214 days


2.0.52 Flaps - Coragyps atratus
First observation: 2023-06-14 16:01:41
Last observation: 2024-01-14 15:00:19
Active for: 214 days


2.0.53 Ziggy - Coragyps atratus
First observation: 2023-06-14 18:01:01
Last observation: 2024-01-14 15:00:23
Active for: 213.9 days


2.0.54 Dizzy - Coragyps atratus
First observation: 2023-06-14 18:02:15
Last observation: 2024-01-14 15:00:23
Active for: 213.9 days


2.0.55 Sonqoy - Cathartes aura
First observation: 2023-06-15 16:00:20
Last observation: 2024-01-14 15:00:21
Active for: 213 days


2.0.56 Wayra - Cathartes melambrotus
First observation: 2023-08-05 11:00:40
Last observation: 2024-01-14 14:00:44
Active for: 162.1 days


2.0.57 Chifle - Cathartes melambrotus
First observation: 2023-08-07 15:00:41
Last observation: 2024-01-14 14:00:48
Active for: 160 days


2.0.58 Sparrow - Sarcoramphus papa
First observation: 2023-08-09 10:00:14
Last observation: 2024-01-09 06:00:17
Active for: 152.8 days


2.0.59 Yellow - Cathartes melambrotus
First observation: 2023-08-14 15:00:23
Last observation: 2024-01-08 14:00:08
Active for: 147 days


2.0.60 Psyduck - Cathartes melambrotus
First observation: 2023-08-14 17:00:41
Last observation: 2024-01-14 14:00:34
Active for: 152.9 days


2.0.61 Gold - Cathartes melambrotus
First observation: 2023-08-15 14:30:41
Last observation: 2024-01-12 14:00:43
Active for: 150 days


2.0.62 Panchito - Sarcoramphus papa
First observation: 2023-08-17 16:30:11
Last observation: 2024-01-08 06:00:25
Active for: 143.6 days


2.0.63 Serena - Sarcoramphus papa
First observation: 2023-08-18 11:50:08
Last observation: 2024-01-12 14:00:08
Active for: 147.1 days


2.0.64 Cronos - Sarcoramphus papa
First observation: 2023-09-06 13:30:14
Last observation: 2024-01-14 14:00:18
Active for: 130 days


2.0.69 Zeus - Sarcoramphus papa
First observation: 2023-09-13 13:00:16
Last observation: 2024-01-14 14:00:06
Active for: 123 days


2.0.70 Kika - Cathartes melambrotus
First observation: 2023-09-14 14:00:16
Last observation: 2024-01-14 14:00:18
Active for: 122 days


2.0.71 Cheddar - Cathartes melambrotus
First observation: 2023-09-15 04:30:53
Last observation: 2024-01-13 06:00:45
Active for: 120.1 days


2.0.72 Ketchup - Cathartes aura
First observation: 2023-09-15 12:00:11
Last observation: 2024-01-12 14:00:43
Active for: 119.1 days


2.0.73 Pachacutec - Sarcoramphus papa
First observation: 2023-09-15 14:00:09
Last observation: 2024-01-05 14:00:06
Active for: 112 days


2.0.74 Mostaza - Cathartes melambrotus
First observation: 2023-09-15 15:00:28
Last observation: 2024-01-14 06:00:20
Active for: 120.6 days


2.0.75 Kiteri - Cathartes melambrotus
First observation: 2023-09-15 15:30:31
Last observation: 2024-01-14 06:00:51
Active for: 120.6 days


2.0.76 Morgan - Sarcoramphus papa
First observation: 2023-09-19 12:00:19
Last observation: 2023-12-20 06:00:22
Active for: 91.8 days


2.0.77 Antares - Cathartes melambrotus
First observation: 2023-09-20 17:20:28
Last observation: 2024-01-14 14:00:10
Active for: 115.9 days


2.0.78 Wanda - Sarcoramphus papa
First observation: 2023-09-25 11:00:07
Last observation: 2024-01-05 14:00:06
Active for: 102.1 days


2.0.79 Cosmo - Sarcoramphus papa
First observation: 2023-09-25 12:00:09
Last observation: 2024-01-09 14:00:07
Active for: 106.1 days


2.0.80 Vermelho - Cathartes aura
First observation: 2023-10-12 17:30:13
Last observation: 2024-01-12 14:00:09
Active for: 91.9 days


2.0.81 Puka - Cathartes aura
First observation: 2023-10-12 18:00:53
Last observation: 2023-10-13 04:00:41
Active for: 10 days


2.0.82 Calebinho - Sarcoramphus papa
First observation: 2023-10-23 08:00:07
Last observation: 2024-01-12 14:00:16
Active for: 81.3 days


2.0.83 Rolim - Sarcoramphus papa
First observation: 2023-10-23 10:00:20
Last observation: 2024-01-05 06:00:15
Active for: 73.8 days


2.0.84 Picasso - Coragyps atratus
First observation: 2023-10-23 12:00:52
Last observation: 2024-01-14 14:00:28
Active for: 83.1 days


2.0.85 Salvador - Sarcoramphus papa
First observation: 2023-11-05 10:50:23
Last observation: 2024-01-11 06:00:19
Active for: 66.8 days


2.0.86 Sirius - Coragyps atratus
First observation: 2023-11-05 11:35:41
Last observation: 2024-01-12 06:00:49
Active for: 67.8 days


2.0.87 Yana - Coragyps atratus
First observation: 2023-11-05 14:00:31
Last observation: 2024-01-14 14:00:50
Active for: 70 days


2.0.88 Chilombiano - Coragyps atratus
First observation: 2023-11-05 14:00:41
Last observation: 2024-01-14 14:00:23
Active for: 70 days


2.0.89 Toruk - Sarcoramphus papa
First observation: 2023-11-09 09:30:07
Last observation: 2024-01-08 14:00:06
Active for: 60.2 days


2.0.90 Artemis - Cathartes melambrotus
First observation: 2023-11-10 16:00:31
Last observation: 2024-01-14 04:01:11
Active for: 64.5 days


2.0.91 Mendel - Cathartes melambrotus
First observation: 2023-11-11 10:00:57
Last observation: 2024-01-14 04:00:25
Active for: 63.7 days


2.0.92 Pepper - Cathartes aura
First observation: 2023-11-15 11:50:31
Last observation: 2023-12-21 04:00:45
Active for: 35.7 days















